<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1652176</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mechanistic studies of <italic>miR</italic>-582-3p targeting of <italic>PTPRCAP</italic> affecting lung adenocarcinoma via the Wnt/&#x3b2;-catenin pathway</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Yuting</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3109516/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Song</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Xiaoli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Pengfei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhao</surname>
<given-names>Baoshan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liang</surname>
<given-names>Zongying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Thoracic Surgery, Affiliated Hospital of Chengde Medical University</institution>, <addr-line>Chengde, Hebei</addr-line>,&#xa0;<country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Hebei Key Laboratory of Panvascular Disease</institution>, <addr-line>Chengde, Hebei</addr-line>,&#xa0;<country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1609778/overview">Gary Piazza</ext-link>, Auburn University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1516813/overview">Mithalesh Kumar Singh</ext-link>, University of Texas Southwestern Medical Center, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2331488/overview">Dattatrya Shetti</ext-link>, Charles University, Czechia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zongying Liang, <email xlink:href="mailto:liangzy0318@163.com">liangzy0318@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1652176</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Yang, Zhao, Han, Guo, Zhao and Liang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yang, Zhao, Han, Guo, Zhao and Liang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>To investigate the regulatory mechanism by which MicroRNA-582-3p (<italic>miR</italic>-582-3p) targets protein tyrosine phosphatase receptor type C-associated protein (<italic>PTPRCAP</italic>) and modulates Wnt/&#x3b2;-catenin signaling in lung adenocarcinoma pathogenesis.</p>
</sec>
<sec>
<title>Methods</title>
<p>Bioinformatics analysis of TCGA data assessed <italic>miR</italic>-582-3p expression and its clinicopathological relevance in LUAD. <italic>PTPRCAP</italic> mRNA and protein levels were evaluated via RT-qPCR and immunohistochemistry. The <italic>miR</italic>-582-3p<italic>-PTPRCAP</italic> interaction was validated using TargetScan8.0 and dual-luciferase reporter assays. Functional assays (CCK-8, scratch, Transwell) determined the effects of <italic>miR</italic>-582-3p and <italic>PTPRCAP</italic> on LUAD cell proliferation, migration, and invasion. Western blotting analyzed Wnt/&#x3b2;-catenin pathway components (&#x3b2;-catenin, GSK3&#x3b2;, p-GSK3&#x3b2;).</p>
</sec>
<sec>
<title>Results</title>
<p>
<italic>miR</italic>-582-3p was significantly upregulated in LUAD tissues and cell lines (A549, H1299), correlating with advanced disease features. <italic>PTPRCAP</italic>, a predicted target of <italic>miR</italic>-582-3p, showed reduced expression in LUAD. Dual-luciferase assays confirmed <italic>miR</italic>-582-3p directly binds the <italic>PTPRCAP</italic> 3&#x2032;-UTR (P &lt; 0.05). Overexpressing <italic>miR</italic>-582-3p suppressed <italic>PTPRCAP</italic>, enhanced malignant phenotypes (P &lt; 0.05), and activated Wnt/&#x3b2;-catenin signaling (increased &#x3b2;-catenin and p-GSK3&#x3b2;; decreased GSK3&#x3b2;). Conversely, <italic>PTPRCAP</italic> overexpression inhibited tumorigenic behaviors and Wnt pathway activity. Rescue experiments demonstrated that <italic>PTPRCAP</italic> restoration counteracted <italic>miR</italic>-582-3p&#x2013;mediated oncogenic effects (P &lt; 0.05).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our findings reveal a novel <italic>miR</italic>-582-3p/<italic>PTPRCAP</italic>/Wnt/&#x3b2;-catenin axis in LUAD progression, where <italic>miR</italic>-582-3p drives tumor growth by silencing <italic>PTPRCAP</italic> and activating Wnt signaling. These results highlight <italic>miR</italic>-582-3p as a potential therapeutic target and <italic>PTPRCAP</italic> as a tumor suppressor in LUAD, offering new insights for targeted intervention strategies.</p>
</sec>
</abstract>
<kwd-group>
<kwd>miR-582-3p</kwd>
<kwd>PTPRCAP</kwd>
<kwd>lung adenocarcinoma</kwd>
<kwd>Wnt/&#x3b2;-catenin</kwd>
<kwd>signaling pathways</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="48"/>
<page-count count="19"/>
<word-count count="8563"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Molecular Targets and Therapeutics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Lung cancer remains the leading cause of cancer-related mortality worldwide, with lung adenocarcinoma (LUAD) accounting for approximately 40% of all lung cancer cases (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Owing to the absence of specific early symptoms, most patients are diagnosed at advanced stages, frequently accompanied by local invasion and distant metastasis, resulting in a 5-year overall survival rate below 20% (<xref ref-type="bibr" rid="B3">3</xref>). Advances in modern biomedical technologies and the integration of multidisciplinary approaches have opened new therapeutic avenues for LUAD; however, a deeper understanding of its molecular pathogenesis is still required to identify effective therapeutic targets (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Protein tyrosine phosphatase receptor type C-associated protein (<italic>PTPRCAP</italic>) belongs to the PTPR family and directly interacts with PTPRC, thereby stabilizing its expression. PTPRC encodes CD45, one of 18 PTP genes among 72 survival phosphatases (<xref ref-type="bibr" rid="B5">5</xref>). Mounting evidence demonstrates that <italic>PTPRCAP</italic> down-regulation promotes immune evasion in colorectal cancer (<xref ref-type="bibr" rid="B6">6</xref>) and associates with adverse clinicopathological features and poor prognosis in hepatocellular carcinoma (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Moreover, our recent single-cell RNA-seq study revealed that <italic>PTPRCAP</italic> is up-regulated in NK and B cells of patients with carbapenem-resistant Klebsiella pneumoniae (CRKP) pneumonia, suggesting its potential as an immune-status biomarker (<xref ref-type="bibr" rid="B9">9</xref>). While PTPRC has been reported to modulate epithelial&#x2013;mesenchymal transition (EMT) via the Wnt signaling pathway in non-small-cell lung cancer (NSCLC) (<xref ref-type="bibr" rid="B10">10</xref>), the precise role of its binding partner <italic>PTPRCAP</italic> in LUAD remains largely unexplored.</p>
<p>MicroRNAs (<italic>miR</italic>NAs) are a class of small non-coding RNAs that post-transcriptionally regulate gene expression by binding to complementary sequences in target mRNAs (<xref ref-type="bibr" rid="B11">11</xref>). Aberrant expression of multiple <italic>miR</italic>NAs has been documented in NSCLC and is implicated in tumorigenesis and progression (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Among them, <italic>miR</italic>-582-3p has been shown to suppress prostate cancer bone metastasis by inhibiting the TGF-&#x3b2; pathway (<xref ref-type="bibr" rid="B14">14</xref>), to control proliferation and invasion in hepatocellular carcinoma (<xref ref-type="bibr" rid="B15">15</xref>), and to be sponged by lncRNA PRKCQ-AS1 in LUAD, thereby regulating downstream gene expression (<xref ref-type="bibr" rid="B16">16</xref>). In silico analysis using TargetScan predicts that <italic>miR</italic>-582-3p harbors potential binding sites within the 3&#x2032;-UTR of <italic>PTPRCAP</italic>, suggesting the existence of a novel <italic>miR</italic>-582-3p/<italic>PTPRCAP</italic> regulatory axis.</p>
<p>The Wnt/&#x3b2;-catenin signaling cascade is a pivotal pathway driving tumor progression (<xref ref-type="bibr" rid="B17">17</xref>). Aberrant activation of this pathway has been described in breast (<xref ref-type="bibr" rid="B18">18</xref>), gastric (<xref ref-type="bibr" rid="B19">19</xref>), cervical (<xref ref-type="bibr" rid="B20">20</xref>), and lung cancers (<xref ref-type="bibr" rid="B21">21</xref>). Specifically, <italic>miR</italic>-1246 promotes NSCLC metastasis by targeting GSK-3&#x3b2; and activating Wnt/&#x3b2;-catenin signaling (<xref ref-type="bibr" rid="B21">21</xref>). Recent evidence further indicates that <italic>miR</italic>-582-3p can enhance Wnt/&#x3b2;-catenin pathway activity (<xref ref-type="bibr" rid="B22">22</xref>). We therefore hypothesize that <italic>miR</italic>-582-3p may promote LUAD progression by directly targeting <italic>PTPRCAP</italic> and concomitantly activating the Wnt/&#x3b2;-catenin pathway.</p>
<p>Based on the above background, this study integrates clinical specimens, functional assays, and animal models with bioinformatics and molecular biology to elucidate how <italic>miR</italic>-582-3p targets <italic>PTPRCAP</italic> and, via the Wnt/&#x3b2;-catenin pathway, drives LUAD progression, thereby providing new molecular insights.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Data source</title>
<p>We obtained <italic>miR</italic>NA-seq data from 33 cancer types in the TCGA database (<ext-link ext-link-type="uri" xlink:href="https://portal.gdc.cancer.gov/">https://portal.gdc.cancer.gov/</ext-link>), including 521 primary lung adenocarcinoma (LUAD) tumor samples and 46 paired adjacent normal lung tissues. The raw sequencing data were processed using the BCGSC <italic>miR</italic>NA Profiling Pipeline and normalized to reads per million (RPM) mapped reads. All analyses were performed in R (version 4.2.1) without log transformation or batch correction to maintain data integrity. Corresponding clinical data were retrieved from the TCGA-LUAD dataset for integrated analysis.</p>
</sec>
<sec id="s2_2">
<title>Tissue and cell</title>
<p>A total of 45 paired tumor and adjacent normal tissue specimens were obtained from lung adenocarcinoma patients undergoing surgical resection at the Department of Thoracic Surgery, Affiliated Hospital of Chengde Medical University. All specimens were immediately snap-frozen in liquid nitrogen following surgical resection and stored at -80 &#xb0;C until subsequent experiments. Among them, 27 were female and 18 were male; 28 cases were &#x2265; 60 years old and 17 cases were &lt; 60 years old, with an average age of (62.29 &#xb1; 7. 45) years old; 23 cases were in stage I and 22 cases were in stage II; 3 cases were poorly differentiated, 39 cases were moderately differentiated and 3 cases were well differentiated; Lymphatic metastasis in 6 cases. Inclusion criteria: 1. Patients with lung adenocarcinoma confirmed by pathology; 2. No anti-tumor treatment (radiotherapy, chemotherapy, immunotherapy, or anti-tumor ready-for-use traditional Chinese medicine treatment) has been performed before taking the specimen; 3 Patients who have never had any other malignant tumors. Exclusion criteria: 1. Patients with incomplete data and or other malignant tumors; 2. Patients who had undergone radiotherapy and chemotherapy, and other anti-tumor treatments, before surgery. Human lung adenocarcinoma cells A549, H1299, and normal lung epithelial cells BEAS-2B were derived from the central laboratory of Affiliated Hospital of Chengde Medical University. The study was approved by the hospital ethics committee, and informed consent was obtained from patients.</p>
</sec>
<sec id="s2_3">
<title>Reagents and instruments</title>
<p>Serum and basal medium were purchased from Punosai Life Technology Co., Ltd.; <italic>miR</italic>-582-3p mimics (<italic>miR</italic>-582-3p mimics) and negative control (mimics NC) were purchased from Anhui Jinbiao Biotechnology Co., Ltd.; <italic>PTPRCAP</italic> overexpression plasmid was purchased from Nanjing Jingpusaier Biotechnology Co., Ltd.; Lipofectamine 3000 transfection reagent, <italic>PTPRCAP</italic> primer and GAPDH primer were purchased from Invitrogen, USA; Dual-Lucifarase Reporter Assay System was purchased from Promega Corporation, USA; <italic>miR</italic>-582-3p primer and U6 primer were purchased from Tiangen Biochemical Technology (Beijing) Co., Ltd.; Reverse transcription kit, real-time fluorescent polymerase chain reaction (RT-qPCR) kit and CCK-8 kit were purchased from Cisco Biotechnology Co., Ltd.; Matrigel was purchased from Biozellen Corporation, USA; <italic>PTPRCAP</italic> antibody was purchased from Wuhan Sanying Biotechnology Co., Ltd., China, and GAPDH antibody was purchased from Wuhan Sevier Biotechnology Co., Ltd.; &#x3b2;-catenin antibody was purchased from Huaan Biotechnology Co., Ltd.; GSK3&#x3b2; and p-GSK3&#x3b2; antibodies were purchased from Ebiwei Biotechnology Co., Ltd.; Goat anti-rabbit immunoglobulin G secondary antibody was purchased from Aibotek Biotechnology Co., Ltd.</p>
</sec>
<sec id="s2_4">
<title>Cell culture, transfection, and grouping</title>
<p>BEAS-2B, A549, and H1299 cells were resuscitated and passaged in DMEM, RPMI-1640, and F12K medium, respectively, supplemented with 10% fetal bovine serum (FBS) and 1% penicillin-streptomycin, followed by incubation in a constant-temperature incubator. A549 and H1299 cells were seeded into 6-well plates, and upon reaching approximately 80% confluence, they were transfected using Lipofectamine 3000 transfection reagent. The cells were divided into the following groups: the miR-582-3p group, miR-NC group, OE group, Vector group, miR-582-3p + OE group, and miR-582-3p + Vector group. Specifically, the miR-582-3p group and miR-NC group were transfected with miR-582-3p mimics and mimics NC at a final concentration of 100 nM, respectively; the OE group and Vector group were transfected with the PTPRCAP overexpression plasmid and the corresponding control plasmid at 2500 ng per well, respectively; and the miR-582-3p + OE group and miR-582-3p + Vector group were co-transfected with the respective reagents. After transfection, cells were initially cultured in basal medium for 24 h, followed by replacement with complete medium containing 10% FBS for an additional 24 h before subsequent experiments.</p>
</sec>
<sec id="s2_5">
<title>RNA extraction, reverse transcription, and real-time fluorescence quantitative polymerase reaction</title>
<p>The tissues were ground with a low-temperature tissue homogenizer, and the total RNA of tissues and cells was extracted with Trizol reagent, and the RNA was reverse transcribed into cDNA by a reverse transcription kit. The configuration of the RT-qPCR system and the reaction conditions were carried out in strict accordance with the instructions of the fluorescence quantification kit. The relative quantities were calculated using the 2<sup>-&#x394;&#x394;</sup>ct method. <italic>PTPRCAP</italic> forward primer sequence 5&#x2019;-CAGGACACACAGACTATGACCACG-3&#x2019; &#x301;; Reverse primer sequence 5&#x2019;-GTCACTGTCTCTGGCTTCCTCA-3&#x2019;. <italic>GAPDH</italic> forward primer sequence 5&#x2019;-CGACCACTTTGACAAGCTCA-3&#x2019; &#x301;, reverse primer sequence 5&#x2019;-AGGGGTCTACATGGCAACTG-3&#x2019; &#x301;. <italic>miR</italic>-582-3p forward primer sequence 5&#x2019;-UCAGUGACAGUAGUUUGUCAAG-3&#x2019;; Reverse primer sequence 5&#x2019;-CCAGTGCAGGGTCCGAGGT-3&#x2019;. <italic>U6</italic> forward primer sequence 5&#x2019;-CTCGCTTCGGCAGCACA-3&#x2019;; Reverse primer sequence 5&#x2019;-AACGCTTCACGAATTTGCGT-3&#x2019;.</p>
</sec>
<sec id="s2_6">
<title>Immunohistochemistry</title>
<p>Tissue sections were dewaxed, repaired by microwave antigen retrieval, and incubated in 3% hydrogen peroxide blocking solution for 15 minutes. After the sections were cooled, 10% goat serum was blocked; Primary antibody (PTPRCAP 1: 500) was added dropwise at 4&#xb0;C overnight; The next day, the primary antibody was rewarmed for 1h; Add secondary antibody dropwise and incubate at 37&#xb0;C for 30 min; DBA color development, hematoxylin counterstaining, dehydration transparency, gum sealing, microscope observation results. The percentage score of positive cells was 0-4 (0 was 0%-5%, 1 was 5%-24%, 2 was 25%-49%, 3 was 50%-74%, and 4 was 75%-100%). The staining intensity score was 0 ~ 3 (0 was negative staining, 1 was weak staining, 2 was moderate staining, and 3 was strong staining). Immunoreactive Score (IRS) was calculated as IRS = PP*SI, where PP represents the score of the percentage of positive cells and SI is the level of staining intensity.IRS &#x2264; 2 was classified as low expression, and &gt; 2 as high expression.</p>
</sec>
<sec id="s2_7">
<title>Dual luciferase gene reporter assay</title>
<p>Potential interactions between <italic>miR</italic>-582-3p and <italic>PTPRCAP</italic>, along with the predicted binding sites, were identified using Target Scan. To experimentally validate this interaction, we constructed wild-type (<italic>WT-PTPRCAP</italic>) and mutant (<italic>MUT-PTPRCAP</italic>) luciferase reporter vectors containing the putative <italic>miR</italic>-582-3p binding sequence. A549 and H1299 cells were seeded in 6-well plates and co-transfected with either <italic>miR</italic>-582-3p mimics or mimics NC, along with the respective reporter vectors (<italic>WT-PTPRCAP</italic> or <italic>MUT-PTPRCAP</italic>). Following transfection, cells were cultured in basal medium for 24 h, followed by replacement with complete medium (10% FBS) for an additional 24 h. Luciferase activity was measured using a dual-luciferase reporter assay system, and the relative activity was determined by calculating the ratio of firefly luciferase to Renilla luciferase luminescence. This assay confirmed the regulatory effect of <italic>miR</italic>-582-3p on <italic>PTPRCAP</italic> expression.</p>
</sec>
<sec id="s2_8">
<title>Western blot experiment</title>
<p>Total protein was extracted from each experimental group and quantified. Protein samples were separated by SDS-PAGE (160 V constant voltage) and transferred to methanol-activated PVDF membranes (400 mA constant current). After transfer, membranes were blocked with 5% skim milk in TBST for 2h at room temperature, followed by incubation with primary antibodies: anti-PTPRCAP (1:1000), anti-GAPDH (1:4000), anti-&#x3b2;-catenin (1:1000), anti-GSK3&#x3b2; (1:2000), and anti-p-GSK3&#x3b2; (1:4000) at 4 &#xb0;C overnight. The next day, membranes were rewarmed for 1 h, washed with TBST (3&#xd7;10 min), and incubated with HRP-conjugated secondary antibody (1:10000) for 1h. After final washes (3&#xd7;10 min TBST), protein bands were visualized using the C300 imaging system. Band intensities were quantified using ImageJ software by calculating the ratio of target protein to GAPDH signal.</p>
</sec>
<sec id="s2_9">
<title>CCK-8 assay to detect cell proliferation activity</title>
<p>The cell suspensions were counted and seeded into 96-well plates with 6 replicate wells in each group, and 100 &#x3bc;l of cell suspension containing 2500 cells was added to each well. After the cells were cultured for 0 h, 24 h, 48 h, 72 h, 10 &#x3bc;l of CCK-8 reagent was added to each well. After continued incubation in a 37&#xb0;C incubator for 2 hours, the absorbance value (OD value) at 450 nm wavelength was measured with a microplate reader.</p>
</sec>
<sec id="s2_10">
<title>Scratch healing experiment</title>
<p>A549 cells and H1299 cells were seeded in 6-well plates, with 3 double wells in each group. When the cell density reaches about 80%, transfection is carried out. After the cells are cultured until the bottom of the well is covered, the bottom of the vertical well plate is scratched with the tip of a 10 &#x3bc;l pipette. The floating cells were washed off with PBS and added to basal medium for culture. The scratched areas were photographed under an inverted microscope at 0 h and 24 h, respectively.</p>
</sec>
<sec id="s2_11">
<title>Transwell cell migration and invasion experiment</title>
<p>Migration assay: Forty-eight hours post-transfection, cells (3&#xd7;10<sup>4</sup>/well) in 1% FBS medium were seeded into the upper chamber, while the lower chamber contained 700 &#x3bc;l of 20% FBS medium. After 24 h incubation, non-migrated cells were removed by a cotton swab. Cells that migrated through the membrane were fixed with methanol, stained with 1% crystal violet, and quantified under an inverted microscope. Invasion assay: The upper chamber was pre-coated with Matrigel (Corning). Cells (5&#xd7;10<sup>4/</sup>well) were seeded as described for the migration assay, with subsequent steps performed identically.</p>
</sec>
<sec id="s2_12">
<title>Statistical analysis</title>
<p>The data were statistically analyzed and plotted using Graphpad Prism 10.0 software. The measurement data obeying the normal distribution is represented by; t-test was used for data comparison between the two groups, and One-way ANOVA or two-way ANOVA was used for data comparison between multiple groups; Wilcoxon rank sum test was used for data that did not obey the normal distribution. Count data are shown as [Example (%)] using a paired four-cell Table &#x3c7;2 test. The difference was statistically significant with P &lt; 0.05. (*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.001).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Expression of miR-582-3p and <italic>PTPRCAP</italic> in lung adenocarcinoma and their targeting relationship</title>
<p>We downloaded data from the TCGA database and analyzed the expression of <italic>miR</italic>-582-3p in pan-cancer. The results showed that <italic>miR</italic>-582-3p was significantly highly expressed in a variety of tumors, including lung adenocarcinoma (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Further investigation of the TCGA-LUAD dataset showed that <italic>miR</italic>-582-3p expression was significantly higher in lung adenocarcinoma tissues than in adjacent tissues (n = 521, P = 0.018, 95%CI: 0.080-0.873, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). This finding was further validated <italic>in vitro</italic>. qRT-PCR analysis demonstrated that <italic>miR</italic>-582-3p expression was significantly upregulated in lung adenocarcinoma cell lines A549 and H1299 compared to normal human bronchial epithelial cells BEAS-2B, showing 3-fold (n = 5, 95%CI: 1.678-2.329, P &lt; 0.0001) and 2.6-fold (n = 5, 95%CI: 0.997-2.273, P &lt; 0.001) increases, respectively (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). Target Scan bioinformatics prediction suggested that the <italic>PTPRCAP</italic> gene contains a binding site complementary to <italic>miR</italic>-582-3p, which indicates that <italic>PTPRCAP</italic> may be the direct target gene of <italic>miR</italic>-582-3p. We performed targeted verification that in the dual luciferase reporter experiment, the experimental group cells transfected with <italic>miR</italic>-582-3p mimics and WT-<italic>PTPRCAP</italic> showed significantly reduced relative luciferase activity compared to the control group transfected with <italic>miR</italic>-NC and WT-<italic>PTPRCAP</italic>; There was no statistically significant difference in relative luciferase activity between the experimental group cells transfected with <italic>miR</italic>-582-3p mimics and MUT-<italic>PTPRCAP</italic> compared to the control group transfected with <italic>miR</italic>-NC and MUT-<italic>PTPRCAP</italic>, indicating that there was indeed targeted binding of <italic>miR</italic>-582-3p to <italic>PTPRCAP</italic> (n = 3, 95%CI:0.189-0.321, P &lt; 0.0001, <xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1D, E</bold>
</xref>). The relative expression levels of <italic>PTPRCAP</italic> mRNA in 18 cases of lung adenocarcinoma and adjacent tissues, as well as normal lung epithelial BEAS-2B cells and lung adenocarcinoma A549 and H1299 cells, were detected by qRT-PCR. The results demonstrated that <italic>PTPRCAP</italic> expression was significantly downregulated in tumor tissues compared with adjacent normal tissues (P = 0.001, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>). Notably, <italic>PTPRCAP</italic> mRNA levels in A549 and H1299 cells showed 70% (n = 4, P &lt; 0.0001) and 50% (n = 4, P &lt; 0.001) reductions respectively relative to BEAS-2B cells(<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1G</bold>
</xref>). It can be seen that <italic>miR</italic>-582-3p can target and bind <italic>PTPRCAP</italic> to play a role in LUAD.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>miR-582-3p, expression level of <italic>PTPRCAP</italic>. <bold>(A)</bold> Expression of miR-582-3p in 33 cancers in TCGA database. <bold>(B)</bold> Differential expression of miR-582-3p in TCGA-LUAD data. <bold>(C)</bold> Expression of miR-582-3p in BEAS-2B, A549 and H1299 cells <bold>(D)</bold> Luciferase reporter gene experiment of miR-582-3p target gene <italic>PTPRCAP</italic>. <bold>(E)</bold> Target Scan bioinformatics database predicts binding sites for miR-582-3p and <italic>PTPRCAP</italic>. <bold>(F)</bold> Relative expression of <italic>PTPRCAP</italic> in cancer tissues and adjacent tissues of 18 patients with lung adenocarcinoma <bold>(G)</bold> Relative expression of <italic>PTPRCAP</italic> mRNA in BEAS-2B, A549 and H1299 cells. *P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g001.tif">
<alt-text content-type="machine-generated">Charts and graphs analyzing the expression and activity of miR-582-3p and PTPRCAP in normal and tumor samples. Panels A, B, and C show box plots and bar graphs of miR-582-3p expression across different cell types and conditions. Panel D presents a luciferase activity comparison with miR-582-3p. Panel E details a predicted target pairing of PTPRCAP 3' UTR and miRNA. Panels F and G show the relative expression of PTPRCAP in normal versus tumor conditions and across different cell lines. Statistical significance is highlighted with asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<title>The relationship between miR-582-3p and clinicopathological features</title>
<p>In this study, we analyzed the relationship between <italic>miR</italic>-582-3p expression and clinicopathological features using <italic>miR</italic>NA-seq data from the TCGA-LUAD (The Cancer Genome Atlas&#x2013;Lung Adenocarcinoma) dataset, processed according to the BCGSC pipeline. Our results demonstrated that miR-582-3p expression was significantly correlated with T stage, N stage, pathological stage, and overall survival (OS) (<xref ref-type="fig" rid="f2"><bold>Figures 2A, B, D, I</bold></xref> and <xref ref-type="table" rid="T1"><bold>Table 1</bold></xref>), but not with M stage, sex, age, primary tumor location, or smoking status (<xref ref-type="fig" rid="f2"><bold>Figures 2C, E-H</bold></xref> and <xref ref-type="table" rid="T1"><bold>Table 1</bold></xref>). Specifically, <italic>miR</italic>-582-3p expression was significantly elevated in T2, T3, and T4 stage patients compared to those with T1 disease (P = 0.005, 95%CI:0.118-0.626, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Similarly, N2 and N3 stage tumors exhibited markedly higher <italic>miR</italic>-582-3p levels than N0 and N1 stage cases (P = 0.006, 95%CI:0.144-0.882, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Furthermore, stage III and IV patients showed significantly increased <italic>miR</italic>-582-3p expression relative to stage I and II individuals (P &lt; 0.001, 95%CI:0.296-0.937, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). Deceased patients exhibited higher miR-582-3p expression than surviving patients (P &lt; 0.001, 95%CI:0.194-0.735, <xref ref-type="fig" rid="f2"><bold>Figure 2I</bold></xref>). Notably, the high-expression group had a greater proportion of T2-T4 stage disease (36.1% vs. 30.5%, P = 0.010), higher rates of N2-N3 lymph node metastasis (9.3% vs. 5.7%, P = 0.032), and increased prevalence of stage III-IV tumors (13.0% vs. 8.0%, P = 0.006). Importantly, patients with elevated <italic>miR</italic>-582-3p expression exhibited significantly worse mortality (20.9% vs. 14.8%, P = 0.004) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Cox regression analysis (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), adjusted for TNM stage and other confounding factors, confirmed that high <italic>miR</italic>-582-3p expression remained an independent prognostic predictor (HR = 1.440, 95% CI: 1.018-2.037, P = 0.039). The hazard ratio was comparable to those of T2-T4 stage (HR = 1.629, P = 0.030) and stage III-IV disease (HR = 2.376, P = 0.014). Intriguingly, while the N/M stage demonstrated prognostic significance in univariate analysis, it lost statistical significance in the multivariate model. These findings suggest that <italic>miR</italic>-582-3p may influence lung adenocarcinoma progression by enhancing local invasion and lymph node metastasis (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Collectively, our results not only establish <italic>miR</italic>-582-3p as a novel prognostic biomarker but also uncover its biological relevance in key tumor progression pathways, providing a rationale for developing <italic>miR</italic>-582-3p-targeted precision diagnostic and therapeutic strategies.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Expression of miR-582-3p in patients with different clinicopathological features and corresponding number of cases. <bold>(A)</bold> T staging (T1 = 178, T2 = 295, T3 &amp; T4 = 68). <bold>(B)</bold> N stage (N0 = 352, N1 = 99, N2N3 = 77). <bold>(C)</bold> M stage (M0 = 370, M1 = 25). <bold>(D)</bold> Pathological stage (stage I = 298, stage II = 127, stage III = 85, stage IV = 26). <bold>(E)</bold> Gender (female = 291, male = 253). <bold>(F)</bold> Age (&#x2264; 65 years = 258, &gt; 65 years = 267). <bold>(G)</bold> Smokers (Yes = 453, No = 77). <bold>(H)</bold> Location (central lung = 64, peripheral lung = 127). <bold>(I)</bold> OS events (survival = 351, death = 193) **P &lt; 0.01, ***P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g002.tif">
<alt-text content-type="machine-generated">Violin plots showing the expression of hsa-miR-582-3p across various clinical factors: A) Higher in T2-T4 stages vs. T1, B) Higher in N2-N3 vs. N0-N1 stages, C) No significant difference in M1 vs. M0 stages, D) Higher in Stage III-IV vs. I-II, E) No difference between genders, F) No difference between age groups &#x2264;65 and &gt;65, G) No difference between smokers and non-smokers, H) No difference between central and peripheral lung locations, I) Higher in deceased vs. alive individuals. Statistical significance indicated by asterisks.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Correlation of miR-582-3p expression with patients' clinicopathological features (n, %).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Low expression (n = 260)</th>
<th valign="middle" align="center">High expression (n = 261)</th>
<th valign="middle" align="center">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Pathologic T stage</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.010*</td>
</tr>
<tr>
<td valign="middle" align="center">T1</td>
<td valign="middle" align="center">100 (19.3)</td>
<td valign="middle" align="center">73 (14.1)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">T2-T4</td>
<td valign="middle" align="center">158 (30.5)</td>
<td valign="middle" align="center">187 (36.1)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Pathologic N stage</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.032*</td>
</tr>
<tr>
<td valign="middle" align="center">N0-N1</td>
<td valign="middle" align="center">222 (43.8)</td>
<td valign="middle" align="center">209 (41.2)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">N2-N3</td>
<td valign="middle" align="center">29 (5.7)</td>
<td valign="middle" align="center">47 (9.3)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Pathologic M stage</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.463</td>
</tr>
<tr>
<td valign="middle" align="center">M0</td>
<td valign="middle" align="center">165 (44.1)</td>
<td valign="middle" align="center">186 (49.7)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">M1</td>
<td valign="middle" align="center">9 (2.4)</td>
<td valign="middle" align="center">14 (3.7)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Pathologic stage</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.006**</td>
</tr>
<tr>
<td valign="middle" align="center">I-II</td>
<td valign="middle" align="center">214 (41.6)</td>
<td valign="middle" align="center">192 (37.4)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">III-IV</td>
<td valign="middle" align="center">41 (8)</td>
<td valign="middle" align="center">67 (13.0)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Gender</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.271</td>
</tr>
<tr>
<td valign="middle" align="center">Female</td>
<td valign="middle" align="center">145 (27.8)</td>
<td valign="middle" align="center">133 (25.5)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Male</td>
<td valign="middle" align="center">115 (22.1)</td>
<td valign="middle" align="center">128 (24.6)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Smoking status</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.265</td>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">33 (6.5)</td>
<td valign="middle" align="center">43 (8.5)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">217 (42.8)</td>
<td valign="middle" align="center">214 (42.2)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Tumor location</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.147</td>
</tr>
<tr>
<td valign="middle" align="center">Central</td>
<td valign="middle" align="center">36 (19.4)</td>
<td valign="middle" align="center">26 (14)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Peripheral</td>
<td valign="middle" align="center">58 (31.2)</td>
<td valign="middle" align="center">66 (35.5)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">OS event</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.004**</td>
</tr>
<tr>
<td valign="middle" align="center">Alive</td>
<td valign="middle" align="center">183 (35.1%)</td>
<td valign="middle" align="center">152 (29.2)</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Dead</td>
<td valign="middle" align="center">77 (14.8%)</td>
<td valign="middle" align="center">109 (20.9%)</td>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(*:p&lt;0.05, **: p&lt;0.01).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Univariate and multivariate Cox regression analysis of prognostic factors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Characteristics</th>
<th valign="middle" rowspan="2" align="center">Total(n)</th>
<th valign="middle" colspan="2" align="center">Univariate analysis</th>
<th valign="middle" colspan="2" align="center">Multivariate analysis</th>
</tr>
<tr>
<th valign="middle" align="center">Hazard ratio (95% CI)</th>
<th valign="middle" align="center">P value</th>
<th valign="middle" align="center">Hazard ratio (95% CI)</th>
<th valign="middle" align="center">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Pathologic T stage</td>
<td valign="middle" align="center">509</td>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">T1</td>
<td valign="middle" align="center">173</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">T2-T4</td>
<td valign="middle" align="center">336</td>
<td valign="middle" align="center">1.637 (1.165 - 2.300)</td>
<td valign="middle" align="center">0.005**</td>
<td valign="middle" align="center">1.629 (1.049 - 2.532)</td>
<td valign="middle" align="center">0.030*</td>
</tr>
<tr>
<td valign="middle" align="center">Pathologic N stage</td>
<td valign="middle" align="center">498</td>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">N0-N1</td>
<td valign="middle" align="center">425</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">N2-N3</td>
<td valign="middle" align="center">73</td>
<td valign="middle" align="center">2.397 (1.681 - 3.417)</td>
<td valign="middle" align="center">&lt;0.001***</td>
<td valign="middle" align="center">1.143 (0.568 - 2.301)</td>
<td valign="middle" align="center">0.708</td>
</tr>
<tr>
<td valign="middle" align="center">Pathologic M stage</td>
<td valign="middle" align="center">365</td>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">M0</td>
<td valign="middle" align="center">342</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">M1</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">2.330 (1.360 - 3.991)</td>
<td valign="middle" align="center">0.002**</td>
<td valign="middle" align="center">1.025 (0.475 - 2.211)</td>
<td valign="middle" align="center">0.950</td>
</tr>
<tr>
<td valign="middle" align="center">Pathologic stage</td>
<td valign="middle" align="center">505</td>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">I-II</td>
<td valign="middle" align="center">400</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">III- IV</td>
<td valign="middle" align="center">105</td>
<td valign="middle" align="center">2.766 (2.030 - 3.768)</td>
<td valign="middle" align="center">&lt;0.001***</td>
<td valign="middle" align="center">2.376 (1.192 - 4.735)</td>
<td valign="middle" align="center">0.014*</td>
</tr>
<tr>
<td valign="middle" align="center">hsa-<italic>miR</italic>-582-3p</td>
<td valign="middle" align="center">512</td>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">
</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Low expression</td>
<td valign="middle" align="center">258</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">High expression</td>
<td valign="middle" align="center">254</td>
<td valign="middle" align="center">1.382 (1.030 - 1.856)</td>
<td valign="middle" align="center">0.031*</td>
<td valign="middle" align="center">1.440 (1.018 - 2.037)</td>
<td valign="middle" align="center">0.039*</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(*: p&lt;0.05, **: p&lt;0.01, ***: p&lt;0.001).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Relationship between <italic>PTPRCAP</italic> and clinicopathological features and protein expression of PTPRCAP</title>
<p>The expression of PTPRCAP protein in normal lung epithelial cell line BEAS-2B and lung adenocarcinoma cell lines A549 and H1299 was detected by Western blot, and the expression of PTPRCAP protein in cancer tissues and adjacent tissues of 45 patients with lung adenocarcinoma was determined by immunohistochemistry, and the relationship between the expression level of PTPRCAP protein and clinical features was analyzed. The results of Western blot demonstrated a downregulation of PTPRCAP protein expression in lung adenocarcinoma cell lines A549 and H1299 compared to normal pulmonary epithelial BEAS-2B cells, with reductions of 20% (n = 3, P = 0.015) and 30% (n = 3, P = 0.01), respectively (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). Immunohistochemical analysis of clinical samples revealed that the positive expression rate of PTPRCAP protein in cancerous tissue (22.22%, 10/45) was significantly lower than that in adjacent non-cancerous tissue (93.33%, 42/45), and the IRS score in the cancer group was significantly lower than that in the normal group (median = 1.8 (IQR 1.2&#x2013;2.0) vs. median = 3.6 (IQR 2.8-4.0); Mann-Whitney U = 101, P &lt; 0.0001, <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C, D</bold>
</xref>). There was a statistically significant difference in the positive expression rate of PTPRCAP in patients with different TNM stages and different degrees of tissue differentiation, but there was no statistically significant difference in the positive expression rate of PTPRCAP in patients with different ages, genders, and lymph node metastasis (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The above results indicate that PTPRCAP may play a certain inhibitory role in the occurrence and development of lung adenocarcinoma.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Protein expression of PTPRCAP. <bold>(A)</bold> Protein expression levels of PTPRCAP in BEAS-2B, A549 and H1299. <bold>(B)</bold> Comparison of protein expression of PTPRCAP in BEAS-2B, A549 and H1299. <bold>(C)</bold> Protein expression of PTPRCAP in lung adenocarcinoma cancer tissues and adjacent tissues. <bold>(D)</bold> Comparison of immunohistochemical scores of PTPRCAP protein expression in lung adenocarcinoma and adjacent tissues. *P &lt; 0.05, **P &lt; 0.01, ****P &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g003.tif">
<alt-text content-type="machine-generated">Figure showing four panels related to PTPRCAP protein expression: (A) Western blot for PTPRCAP and GAPDH across A549, H1299, and BEAS-2B cell lines. (B) Bar graph depicting relative PTPRCAP expression in the same cell lines, showing significant differences. (C) Immunohistochemistry images comparing PTPRCAP in normal versus tumor tissue. (D) Violin plot illustrating the immunoreactive score for PTPRCAP in normal and tumor tissues, showing significant differences.</alt-text>
</graphic>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Correlation of PTPRCAP expression with patients' clinicopathological features (n, %).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristics</th>
<th valign="middle" align="center">Total (n = 45)</th>
<th valign="middle" align="center">PTPRCAP-positive n (%)</th>
<th valign="middle" align="center">&#x3c7;&#xb2;</th>
<th valign="middle" align="center">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Gender</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.536</td>
<td valign="middle" align="center">0.464</td>
</tr>
<tr>
<td valign="middle" align="center">Male</td>
<td valign="middle" align="center">18&#x2003;</td>
<td valign="middle" align="center">5 (27.8)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Female</td>
<td valign="middle" align="center">27&#x2003;</td>
<td valign="middle" align="center">5 (18.5)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Age (years)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.331</td>
<td valign="middle" align="center">0.565</td>
</tr>
<tr>
<td valign="middle" align="center">&#x2265;60</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">7 (25.0)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">&lt;60</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">3 (17.6)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">TNM stage</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">7.782</td>
<td valign="middle" align="center">0.005**</td>
</tr>
<tr>
<td valign="middle" align="center">I</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">9 (39.1)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">II</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">1 (4.5)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Differentiation</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">11.770</td>
<td valign="middle" align="center">0.003**</td>
</tr>
<tr>
<td valign="middle" align="center">Well</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">3 (100.0)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Moderate</td>
<td valign="middle" align="center">39</td>
<td valign="middle" align="center">7 (17.9)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Poor</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">0 (0.0)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Lymph node metastasis</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center">0.124</td>
<td valign="middle" align="center">0.725</td>
</tr>
<tr>
<td valign="middle" align="center">Positive</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">1 (16.7)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Negative</td>
<td valign="middle" align="center">39</td>
<td valign="middle" align="center">9 (23.1)</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(**: p&lt;0.01).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Verification of transfection efficiency of <italic>miR</italic>-582-3p, <italic>PTPRCAP</italic>
</title>
<p>The control plasmids of <italic>miR</italic>-582-3p mimics, mimics NC, and <italic>PTPRCAP</italic> were transferred into A549 cells and H1299 cells with Lipofectamine 3000 transfection reagent, respectively, and divided into the <italic>miR</italic>-582-3p group, <italic>miR</italic>-NC group, OE group, and Vector group. The transfection efficiency of each group was verified by RT-qPCR and Western blot. After transfection of the <italic>PTPRCAP</italic> overexpression plasmid and the control plasmid, the transfection efficiency was initially revealed under the fluorescence microscope (n = 4, P &lt; 0.001, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). RT-qPCR results showed that in A549 and H1299 cells, <italic>miR</italic>-582-3p expression was significantly increased following transfection with <italic>miR</italic>-582-3p mimics compared to the negative control (n = 4, P &lt; 0.01, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The expression of <italic>PTPRCAP</italic> was significantly higher in the OE group than in the Vector group (n = 4, P &lt; 0.001, <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). This indicates that overexpression models were successfully constructed in lung adenocarcinoma cell lines A549 and H1299. After transfection with the overexpression plasmid, Western blot results showed that the protein expression of <italic>PTPRCAP</italic> in the OE group was significantly higher than that in the Vector group in the two cells (n = 3, P &lt; 0.001, <xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4D, E</bold>
</xref>). Collectively, these findings suggest that each group of overexpression models has been stably constructed in A549 and H1299 cell lines, which can be used for subsequent experiments.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Validation of transfection efficiency of miR-582-3p and <italic>PTPRCAP</italic>. <bold>(A)</bold> Fluorescence transfection of <italic>PTPRCAP</italic> at A549 and H1299. <bold>(B)</bold> Comparison of transfection efficiency of miR-582-3p at A549 and H1299. <bold>(C)</bold> Comparison of transfection efficiency of <italic>PTPRCAP</italic> at A549 and H1299. <bold>(D)</bold> Protein expression levels of each group in A549 and H1299 cells after overexpression of <italic>PTPRCAP</italic>. <bold>(E)</bold> Protein expression comparison of groups in A549 and H1299 cells after overexpression of <italic>PTPRCAP</italic>. ***P &lt; 0.001, ****P &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g004.tif">
<alt-text content-type="machine-generated">Fluorescence microscopy images and graphs illustrate the expression of miR-582-3p and PTPRCAP in A549 and H1299 cells. Panels A show bright and dark field images for OE and vector controls. Panels B and C display bar graphs showing relative expression levels, with significant differences marked by asterisks. Panel D shows Western blots for PTPRCAP and GAPDH proteins. Panel E provides bar graphs of relative protein expression, highlighting significant differences with asterisks. Scale indicates expression variations between OE and vector conditions.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_5">
<title>Effects of upregulated <italic>miR</italic>-582-3p on proliferation, migration, and invasion of lung adenocarcinoma A549 and H1299 cells</title>
<p>Following transfection with <italic>miR</italic>-582-3p mimics or negative control <italic>miR</italic>NA (<italic>miR</italic>-NC), A549 and H1299 cells were allocated into <italic>miR</italic>-582-3p and <italic>miR</italic>-NC groups, respectively. A series of functional assays, including CCK-8 proliferation, wound healing, Transwell migration and invasion, and flow cytometric apoptosis analysis, were conducted to assess the oncogenic effects of <italic>miR</italic>-582-3p. The CCK-8 assay revealed a significant enhancement in proliferative capacity in the <italic>miR</italic>-582-3p group compared to the <italic>miR</italic>-NC group for both A549 and H1299 cells (n = 3, P &lt; 0.001; <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Concordantly, wound healing assays demonstrated a markedly increased migratory ability in <italic>miR</italic>-582-3p-transfected cells (n = 6, P &lt; 0.001; <xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref>). Furthermore, Transwell assays confirmed substantial promotion of both migratory and invasive capacities, as evidenced by increased numbers of migrating and invading cells in the <italic>miR</italic>-582-3p group (n = 5, P &lt; 0.001; <xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5D, E</bold>
</xref>). Collectively, these results demonstrate that <italic>miR</italic>-582-3p functions as an onco<italic>miR</italic> by promoting proliferation, migration, and invasion in lung adenocarcinoma cells.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The effects of upregulating miR-582-3p on the proliferation, migration and invasion of lung adenocarcinoma A549 and H1299 cells. <bold>(A)</bold> CCK8 assay to detect the effect of upregulating miR-582-3p on the proliferation ability of A549 and H1299 cells. <bold>(B)</bold> Scratch assay to detect the effect of upregulating miR-582-3p on the migration ability of A549 cells. <bold>(C)</bold> Scratch assay to detect the effect of upregulating miR-582-3p on the migration ability of H1299 cells. <bold>(D)</bold> Transwell chamber migration assay to detect the effect of upregulating miR-582-3p on the migration ability of A549 and H1299 cells. <bold>(E)</bold> Transwell chamber invasion assay to detect the effect of upregulating miR-582-3p on the invasion ability of A549 and H1299 cells. ***P &lt; 0.001, ****P &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g005.tif">
<alt-text content-type="machine-generated">Graphs and images depicting the effects of miR-582-3p mimics and miR-NC on A549 and H1299 cells. Panel A shows growth curves with miR-582-3p enhancing cell proliferation significantly over 72 hours. Panels B and C show migration assays for A549 and H1299 cells, illustrating increased migration with miR-582-3p. Panels D and E show stained migration and invasion assays, revealing higher numbers of migrated and invasive cells with miR-582-3p. Statistical significance is indicated with asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_6">
<title>Effects of overexpression of <italic>PTPRCAP</italic> on proliferation, migration, and invasion of lung adenocarcinoma A549 and H1299 cells</title>
<p>Functional phenotypic assays confirmed the significant tumor-suppressive role of <italic>PTPRCAP</italic> in lung adenocarcinoma cells. Following the establishment of stable <italic>PTPRCAP</italic>-overexpressing cell lines, functional analyses revealed that compared to the empty vector control (Vector) group, <italic>PTPRCAP</italic> overexpression markedly suppressed malignant phenotypes in both A549 and H1299 cells. Specifically, the CCK-8 proliferation assay demonstrated a significant reduction in cell viability after 72 hours, with OD values decreased by 64% and 60% in A549 and H1299 cells, respectively (n = 3; both P &lt; 0.01; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Wound healing assays showed that the 24-hour wound closure rate was reduced by 50% and 57% in the two cell lines, respectively (n = 6; both P &lt; 0.001; <xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6B, C</bold>
</xref>). Furthermore, Transwell assays indicated that the number of migrating cells was reduced by 34% and 37%, while the number of invading cells was decreased by 42% and 50%, respectively (n = 4; both P &lt; 0.01; <xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6D, E</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Effects of <italic>PTPRCAP</italic> overexpression on proliferation, migration and invasion of lung adenocarcinoma A549 and H1299 cells. <bold>(A)</bold> CCK8 detects the effect of overexpression of <italic>PTPRCAP</italic> on the proliferation ability of A549 and H1299 cells. <bold>(B)</bold> Scratch assay to detect the effect of overexpression of <italic>PTPRCAP</italic> on the migration ability of A549 cells. <bold>(C)</bold> Scratch assay to detect the effect of overexpression of <italic>PTPRCAP</italic> on the migration ability of H1299 cells. <bold>(D)</bold> The effect of overexpression of <italic>PTPRCAP</italic> on the migration ability of A549 and H1299 cells was examined by Trans well chamber migration assay. <bold>(E)</bold> Trans well chamber invasion assay to detect the effect of overexpression of <italic>PTPRCAP</italic> on the invasion ability of A549 and H1299 cells. **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g006.tif">
<alt-text content-type="machine-generated">Graphs and images depict the effects of OE and Vector on A549 and H1299 cells. Panel A shows growth curves, with Vector showing higher OD450nm values compared to OE at 72 hours. Panel B and C illustrate relative migration rates, with Vector surpassing OE. Panel D shows migration images, with a significant increase in migrated cells per field for Vector. Panel E depicts invasion assays, with Vector showing more invasive cells per field than OE. Statistical significance is indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_7">
<title>Effect of upregulating <italic>miR</italic>-582-3p on the expression of <italic>PTPRCAP</italic> protein and Wnt/&#x3b2;-catenin pathway protein</title>
<p>To investigate the functional impact of <italic>miR</italic>-582-3p upregulation, we assessed the protein expression of PTPRCAP and key components of the Wnt/&#x3b2;-catenin signaling pathway, including GSK3&#x3b2;, p-GSK3&#x3b2;, and &#x3b2;-catenin, by Western blot analysis. Following <italic>miR</italic>-582-3p overexpression, PTPRCAP protein levels were significantly reduced in both lung adenocarcinoma cell lines, A549 and H1299. This downregulation was more pronounced in H1299 cells (80% reduction, n = 3, P &lt; 0.001) than in A549 cells (20% reduction, n = 3, P = 0.030) (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A&#x2013;D</bold>
</xref>). Furthermore, <italic>miR</italic>-582-3p upregulation led to decreased protein expression of GSK3&#x3b2;, alongside increased levels of its phosphorylated form (p-GSK3&#x3b2;) and &#x3b2;-catenin in both cell lines, with the most notable change observed in &#x3b2;-catenin accumulation (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7E&#x2013;H</bold>
</xref>). Quantitative analysis revealed that in A549 cells, GSK3&#x3b2; expression was reduced by 17% (n = 9, P = 0.004), while p-GSK3&#x3b2; and &#x3b2;-catenin levels were increased by 20% (n = 9, P = 0.011) and 115% (n = 9, P &lt; 0.0001), respectively. Similarly, in H1299 cells, GSK3&#x3b2; expression decreased by 25% (n = 9, P = 0.002), whereas p-GSK3&#x3b2; and &#x3b2;-catenin levels increased by 23% (n = 9, P = 0.005) and 80% (n = 9, P &lt; 0.0001), respectively. Collectively, these results suggest that <italic>miR</italic>-582-3p-mediated regulation of PTPRCAP may potentially function through the activation of the Wnt/&#x3b2;-catenin signaling pathway.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Effect of up-regulation of miR-582-3p on the expression of PTPRCAP protein and Wnt/&#x3b2;-catenin pathway protein. <bold>(A)</bold> Comparison of protein expression levels and relative expression levels of PTPRCAP in A549 after upregulation of miR-582-3p. <bold>(B)</bold> Comparison of protein expression and relative protein expression of PTPRCAP in H1299 after up-regulation of miR-582-3p. <bold>(C)</bold> Comparison of protein expression and relative protein expression levels of GSK3&#x3b2;, p-GSK3&#x3b2; and &#x3b2;-catenin in A549 cells after up-regulation of miR-582-3p. <bold>(D)</bold> Comparison of protein expression levels and relative protein expression levels of GSK3&#x3b2;, p-GSK3&#x3b2; and &#x3b2;-catenin in H129 9 cells after up-regulation of miR-582-3p. *P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g007.tif">
<alt-text content-type="machine-generated">Western blot and bar graphs illustrating protein expression in A549 and H1299 cells. Panels A and B show PTPRCAP protein levels with significant differences in miR-582-3p and miR-NC groups. Panels C and D display levels of GSK3&#x3b2;, p-GSK3&#x3b2;, and &#x3b2;-catenin, with notable differences in expression under the same conditions. Statistical significance is indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_8">
<title>Effect of overexpression of PTPRCAP on protein expression of the Wnt/&#x3b2;-catenin pathway</title>
<p>To investigate the regulatory role of PTPRCAP in the Wnt/&#x3b2;-catenin signaling pathway, we examined the protein expression levels of key pathway components&#x2014;GSK3&#x3b2;, p-GSK3&#x3b2;, and &#x3b2;-catenin&#x2014;following PTPRCAP overexpression via Western blot analysis. The results demonstrated that PTPRCAP overexpression in lung adenocarcinoma A549 and H1299 cells significantly increased GSK3&#x3b2; expression while decreasing both p-GSK3&#x3b2; and &#x3b2;-catenin levels (<xref ref-type="fig" rid="f8">
<bold>Figures&#xa0;8A, B</bold>
</xref>). Specifically, in A549 cells, GSK3&#x3b2; protein levels were elevated by 23% (n = 3, P = 0.001), whereas p-GSK3&#x3b2; and &#x3b2;-catenin were reduced by 22% (n = 3, P = 0.001) and 31% (n = 3, P &lt; 0.0001), respectively. Similarly, in H1299 cells, GSK3&#x3b2; expression increased by 23% (n = 3, P = 0.008), while p-GSK3&#x3b2; and &#x3b2;-catenin levels decreased by 43% (n = 3, P &lt; 0.0001) and 22% (n = 3, P = 0.011), respectively. These findings suggest that PTPRCAP may suppress the activation of the Wnt/&#x3b2;-catenin pathway by upregulating GSK3&#x3b2; expression, inhibiting its phosphorylation, and consequently promoting &#x3b2;-catenin degradation. This mechanism potentially represents a crucial aspect of PTPRCAP&#x2019;s tumor-suppressive function.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Effects of PTPRCAP overexpression on the protein expression of Wnt/&#x3b2;-catenin pathway components. <bold>(A)</bold> Protein expression levels and quantitative comparison of GSK3&#x3b2;, p-GSK3&#x3b2;, and &#x3b2;-catenin in A549 cells following PTPRCAP overexpression. <bold>(B)</bold> Protein expression levels and quantitative comparison of GSK3&#x3b2;, p-GSK3&#x3b2;, and &#x3b2;-catenin in H1299 cells following PTPRCAP overexpression. *p&lt;0.05. **p&lt;0.01 ***p&lt;0.001 ****p&lt;0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g008.tif">
<alt-text content-type="machine-generated">Western blot analysis and graphs showing protein expression levels in A549 and H1299 cells. For A549 cells, GSK3&#x3b2;, p-GSK3&#x3b2;, &#x3b2;-catenin, and GAPDH levels are compared between OE and Vector groups. Graph illustrates significant differences marked by asterisks: GSK3&#x3b2; (three asterisks), p-GSK3&#x3b2; (two asterisks), &#x3b2;-catenin (four asterisks). For H1299 cells, similar analyses with significant differences: GSK3&#x3b2; (two asterisks), p-GSK3&#x3b2; (four asterisks), &#x3b2;-catenin (one asterisk). OE is represented by black bars, Vector by gray bars.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_9">
<title>Effects of co-transfection of <italic>miR</italic>-582-3p mimics and <italic>PTPRCAP</italic> plasmid on proliferation, migration, and invasion of lung adenocarcinoma A549 and H1299 cells</title>
<p>Rescue experiments were performed to investigate whether <italic>PTPRCAP</italic> overexpression could reverse the oncogenic effects of <italic>miR</italic>-582-3p. In A549 and H1299 lung adenocarcinoma cells, co-transfection with <italic>miR</italic>-582-3p mimics and either a <italic>PTPRCAP</italic> overexpression plasmid (<italic>miR</italic>-582-3p+OE group) or an empty vector control (<italic>miR</italic>-582-3p+Vector group) was conducted. Malignant phenotypes were subsequently assessed using CCK-8 proliferation, wound healing, and transwell migration and invasion assays. Compared to the <italic>miR</italic>-582-3p+Vector group, the <italic>miR</italic>-582-3p+OE group exhibited a significant reduction in proliferative capacity in both cell lines (n = 3, P &lt; 0.0001; <xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>). Consistently, wound healing assays demonstrated markedly impaired migratory ability in the <italic>miR</italic>-582-3p+OE group, with wound closure rates reduced by 64% (A549, n = 4, P = 0.0001) and 30% (H1299, n = 4, P &lt; 0.0001) (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9B, C</bold>
</xref>). Furthermore, Transwell assays revealed that the number of migrating cells was decreased by 38% (A549, n = 4, P &lt; 0.0001) and 33% (H1299, n = 4, P = 0.002), while the number of invading cells was reduced by 27% (A549, n = 4, P &lt; 0.001) and 52% (H1299, n = 4, P &lt; 0.0001) in the <italic>miR</italic>-582-3p+OE group (<xref ref-type="fig" rid="f9">
<bold>Figures&#xa0;9D, E</bold>
</xref>). These rescue results suggest that the restoration of <italic>PTPRCAP</italic> expression effectively reverses the tumor-promoting phenotypes induced by <italic>miR</italic>-582-3p overexpression, supporting the conclusion that <italic>miR</italic>-582-3p likely promotes malignant progression in lung adenocarcinoma cells, at least in part, through targeted suppression of <italic>PTPRCAP</italic>.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Effects of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on proliferation, migration and invasion of lung adenocarcinoma A549 and H1299 cells. <bold>(A)</bold> CCK8 assay was used to detect the effect of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on the proliferation ability of A549 and H1299 cells. <bold>(B)</bold> Scratch assay was used to detect the effect of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on the migration ability of A549 cells. <bold>(C)</bold> Scratch assay was used to detect the effect of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on the migration ability of H1299 cells. <bold>(D)</bold> Transwell chamber migration assay was used to detect the effect of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on the migration ability of A549 and H1299 cells. <bold>(E)</bold> Transwell chamber invasion assay was used to detect the effect of co-transfection of miR-582-3p and <italic>PTPRCAP</italic> on the invasion ability of A549 and H1299 cells. **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g009.tif">
<alt-text content-type="machine-generated">Graphs and images showing experimental results for miR-582-3p on A549 and H1299 cell lines. Panel A displays growth curves. Panels B and C show cell migration assays with higher rates in the miR-582-3p+Vector group. Panels D and E depict migration and invasion assays, indicating more migrated and invasive cells in the vector group compared to the miR-582-3p overexpression group. Statistical significance is indicated with asterisks.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_10">
<title>Effects of co-transfection of <italic>miR</italic>-582-3p mimics and <italic>PTPRCAP</italic> plasmid on the expression of PTPRCAP protein and Wnt/&#x3b2;-catenin pathway protein</title>
<p>To investigate the regulatory relationship between <italic>miR</italic>-582-3p and <italic>PTPRCAP</italic> within the Wnt/&#x3b2;-catenin pathway, we co-transfected A549 and H1299 cells with <italic>miR</italic>-582-3p mimics and a <italic>PTPRCAP</italic> overexpression plasmid, followed by Western blot analysis to evaluate expression changes of <italic>PTPRCAP</italic> and key Wnt/&#x3b2;-catenin signaling proteins. Compared to the corresponding control group, the <italic>miR</italic>-582-3p+OE group showed a significant upregulation of PTPRCAP protein expression, with approximately 3-fold and 2-fold increases in A549 (n = 3, P = 0.005) and H1299 cells (n = 3, P = 0.007), respectively (<xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10A, B</bold>
</xref>). Concurrently, this intervention markedly affected the Wnt/&#x3b2;-catenin pathway: GSK3&#x3b2; protein levels increased in both cell lines, while levels of p-GSK3&#x3b2; and &#x3b2;-catenin were significantly reduced (<xref ref-type="fig" rid="f10">
<bold>Figures&#xa0;10C, D</bold>
</xref>). Specifically, in A549 cells, GSK3&#x3b2; increased by 10% (n = 3, P = 0.033), p-GSK3&#x3b2; decreased by 60% (n = 9, P &lt; 0.0001), and &#x3b2;-catenin was reduced by 40% (n = 7, P &lt; 0.0001). In H1299 cells, GSK3&#x3b2; rose by 24% (n = 3, P = 0.008), p-GSK3&#x3b2; declined by 58% (n = 9, P &lt; 0.0001), and &#x3b2;-catenin decreased by 31% (n = 9, P &lt; 0.0001). These results provide reverse genetic evidence suggesting that <italic>miR</italic>-582-3p may modulate the activity of the Wnt/&#x3b2;-catenin signaling pathway by targeted suppression of <italic>PTPRCAP</italic>.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Effect of co-transfection of miR-582-3p mimics and <italic>PTPRCAP</italic> plasmid on the expression of PTPRCAP protein and Wnt/&#x3b2;-catenin pathway protein. <bold>(A)</bold> Comparison of protein expression and relative expression levels of PTPRCAP in A549 after co-transfection of miR-582-3p mimics and <italic>PTPRCAP</italic> plasmids. <bold>(B)</bold> Comparison of protein expression and relative protein expression levels of <italic>PTPRCAP</italic> in H1299 after co-transfection of miR-582-3p mimics and <italic>PTPRCAP</italic> plasmid. <bold>(C)</bold> Comparison of protein expression and relative protein expression levels of GSK3&#x3b2;, p-GSK3&#x3b2; and &#x3b2;-catenin in A549 cells after co-transfection with miR-582-3p mimics and PTPRCA P plasmid. <bold>(D)</bold> Comparison of protein expression and relative protein expression levels of GSK3&#x3b2;, p-GSK3&#x3b2; and &#x3b2;-catenin in H1299 cells after up-regulation of miR-582-3p. *P &lt; 0.05, **P &lt; 0.01, ****P &lt; 0.001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1652176-g010.tif">
<alt-text content-type="machine-generated">Western blot and bar graph analyses comparing protein expression levels in A549 and H1299 cells. Panels A and B show PTPRCAP and GAPDH expression; panels C and D depict GSK3&#x3b2;, phosphorylated GSK3&#x3b2;, &#x3b2;-catenin, and GAPDH. Bar graphs on the right display relative protein expression levels for miR-582-3p+ overexpression (OE) versus vector control, with significant changes indicated by asterisks.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Lung adenocarcinoma (LUAD) continues to be a leading cause of cancer-related mortality, with recurrence remaining a significant challenge even in early-stage disease, highlighting an urgent need to decipher its molecular underpinnings for improved therapeutic strategies (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). In this study, we delineate a novel oncogenic pathway in LUAD, wherein <italic>miR</italic>-582-3p promotes tumor progression by directly suppressing <italic>PTPRCAP</italic>, consequently activating the Wnt/&#x3b2;-catenin signaling axis.</p>
<p>MicroRNAs, including <italic>miR</italic>-582-3p, are pivotal post-transcriptional regulators in cancer (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). In nasopharyngeal carcinoma, it suppresses <italic>RAB31</italic> expression by binding to the long non-coding RNA HOXA10-AS, thereby regulating cancer cell proliferation and migration (<xref ref-type="bibr" rid="B27">27</xref>). In bladder cancer, it inhibits tumor cell proliferation, migration, and invasion by targeting <italic>KIF3A</italic> (<xref ref-type="bibr" rid="B28">28</xref>). In LUAD, Sun et&#xa0;al. demonstrated that <italic>miR</italic>-582-3p directly regulates the expression of the cell cycle-related protein p27, promoting cancer cell proliferation (<xref ref-type="bibr" rid="B29">29</xref>). Notably, serum containing Astragalus and Hedyotis diffusa can inhibit A549 cell proliferation via the <italic>miR</italic>-582-3p&#x2013;p27 pathway, highlighting its potential therapeutic value (<xref ref-type="bibr" rid="B29">29</xref>). Prognostic marker studies based on miRNA sequencing data have shown that high expression of <italic>miR</italic>-582-3p is significantly associated with reduced patient survival, indicating its importance as a prognostic indicator (<xref ref-type="bibr" rid="B30">30</xref>). Our analysis of the TCGA database revealed that <italic>miR</italic>-582-3p is overexpressed in multiple tumors, including LUAD. Further validation using the TCGA-LUAD dataset confirmed its significantly higher expression in LUAD tissues compared to adjacent non-tumor tissues. Cellular experiments demonstrated that <italic>miR</italic>-582-3p is highly expressed in A549 and H1299 cells, and its upregulation markedly enhanced their proliferative, migratory, and invasive capacities.</p>
<p>Integrating Target Scan prediction with dual-luciferase assays established protein tyrosine phosphatase receptor type C-associated protein (<italic>PTPRCAP/CD45-AP/LPAP</italic>) as a direct target of <italic>miR</italic>-582-3p. PTPRCAP stabilises the phosphatase PTPRC/CD45 (<xref ref-type="bibr" rid="B31">31</xref>), yet its role is context-dependent. Early studies showed that the minor allele at the rs869736 locus of the <italic>PTPRCAP</italic> gene promoter enhances promoter activity and nuclear protein binding, upregulating its expression and increasing susceptibility to diffuse gastric cancer; additionally, <italic>PTPRCAP</italic> can promote tumor progression by activating SRC family kinases (SFKs) and disrupting E-cadherin-mediated cell junctions (<xref ref-type="bibr" rid="B32">32</xref>). Recent TCGA analyses revealed <italic>PTPRCAP</italic> overexpression in ovarian cancers with DNA damage repair (DDR) deficiencies, where it contributes to a distinct immune signature (<xref ref-type="bibr" rid="B33">33</xref>). In breast cancer, MARCHETTI et&#xa0;al. combined bioinformatics with RT-qPCR and Western blot analyses to demonstrate that <italic>PTPRCAP</italic> expression is positively correlated with disease-free survival in triple-negative breast cancer patients, while its expression is low in corresponding cell lines (<xref ref-type="bibr" rid="B34">34</xref>). Proteogenomic profiling indicates that LUAD <italic>PTPRCAP</italic> abundance is controlled by DNA methylation (<xref ref-type="bibr" rid="B35">35</xref>), and stemness-index analyses uniquely associate <italic>PTPRCAP</italic> with stemness signatures in both blood and tumour tissue (<xref ref-type="bibr" rid="B36">36</xref>). We confirmed markedly reduced PTPRCAP mRNA and protein in 18 LUAD specimens and in A549 and H1299 cells; immunohistochemistry in 45 paired samples showed positivity in only 22% of tumours versus 93% of adjacent normal lung. Functional rescue demonstrated that <italic>PTPRCAP</italic> re-expression suppressed proliferation, migration, and invasion, confirming its tumour-suppressive role in LUAD.</p>
<p>We further elucidated the connection between this axis and the canonical Wnt/&#x3b2;-catenin pathway&#x2014;a well-established driver of oncogenesis (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>) that contributes critically to breast (<xref ref-type="bibr" rid="B39">39</xref>), gastric (<xref ref-type="bibr" rid="B40">40</xref>), pancreatic (<xref ref-type="bibr" rid="B41">41</xref>), and colorectal carcinogenesis (<xref ref-type="bibr" rid="B42">42</xref>). In neuroblastoma, circ_0000285 sponges <italic>miR</italic>-582-3p, relieving its inhibition of GSK-3&#x3b2;, activating &#x3b2;-catenin, and thereby promoting the Wnt/&#x3b2;-catenin pathway and tumor progression (<xref ref-type="bibr" rid="B43">43</xref>). Conversely, in hepatocellular carcinoma, XU et&#xa0;al. found that miR-582-3p targets <italic>RRM2</italic> to prevent GSK-3&#x3b2; dephosphorylation, block &#x3b2;-catenin nuclear translocation and subsequent c-Myc activation, ultimately inhibiting Wnt/&#x3b2;-catenin signaling and tumor progression (<xref ref-type="bibr" rid="B44">44</xref>). In lung cancer, Wnt/&#x3b2;-catenin pathway activation reduces GSK3&#x3b2; levels while increasing phosphorylated GSK3&#x3b2; (p-GSK3&#x3b2;, Ser9) levels, leading to &#x3b2;-catenin stabilization and accumulation, thereby enhancing cell proliferation, invasion, and metastatic potential (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Our data demonstrate that <italic>miR</italic>-582-3p upregulation or <italic>PTPRCAP</italic> knockdown activates the pathway, increasing levels of p-GSK3&#x3b2; (Ser9) and active &#x3b2;-catenin. Conversely, <italic>PTPRCAP</italic> overexpression had the opposite effect. This finding provides a crucial mechanistic bridge to the work of Fang et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>), who showed that <italic>miR</italic>-582-3p activates Wnt/&#x3b2;-catenin signaling to maintain stem-like properties; we propose that <italic>PTPRCAP</italic> is the functional target mediating this activation. Furthermore, the predicted involvement of <italic>PTPRCAP</italic> in Wnt signaling (<xref ref-type="bibr" rid="B47">47</xref>) and the association of its binding partner <italic>PTPRC</italic> with poor survival in NSCLC (<xref ref-type="bibr" rid="B48">48</xref>) lend further support to our model.</p>
<p>Despite these insights, our study has limitations. First, the clinical sample size for validation was limited; larger multi-center cohorts are needed to firmly establish the prognostic value of the <italic>miR</italic>-582-3p/<italic>PTPRCAP</italic> signature. Second, our mechanistic conclusions are primarily based on gain-of-function experiments; future studies employing knockdown/knockout models, especially <italic>in vivo</italic>, are essential. Third, the direct molecular mechanism connecting PTPRCAP to the regulation of GSK3&#x3b2; phosphorylation remains to be fully uncovered, warranting further investigation through co-IP and phosphoproteomics.</p>
<p>In summary, our data indicate that both <italic>miR</italic>-582-3p and <italic>PTPRCAP</italic> are involved in the pathogenesis of LUAD. We provide evidence that <italic>PTPRCAP</italic>, as a direct target of <italic>miR</italic>-582-3p, mediates its oncogenic effects, at least in part, by negatively regulating Wnt/&#x3b2;-catenin signaling, thereby controlling the proliferation, migration, and invasion of LUAD cells.</p>
<p>Our findings contribute to the growing body of literature on context-dependent miRNA&#x2013;PTP interactions in cancer. The <italic>miR</italic>-582-3p/<italic>PTPRCAP</italic> axis adds a new layer to this complex regulatory network. Furthermore, our work aligns with and expands upon the study by FANG et&#xa0;al. (<xref ref-type="bibr" rid="B22">22</xref>), who showed <italic>miR</italic>-582-3p activates Wnt/&#x3b2;-catenin in lung cancer stem cells; we propose <italic>PTPRCAP</italic> as a novel and critical mechanistic link mediating this activation.</p>
<p>While these findings illuminate a potential new regulatory node in LUAD, the path to therapeutic application is long and fraught with challenges. The development of <italic>miR</italic>-582-3p antagonists (e.g., antagomiRs) or strategies to restore <italic>PTPRCAP</italic> function represents a compelling but speculative future direction. The significant hurdles of <italic>in vivo</italic> delivery, off-target effects, and the context-dependent functions of both the miRNA and its target gene must be thoroughly addressed in pre-clinical models. Therefore, we posit that the primary immediate value of our work lies in enhancing the mechanistic understanding of LUAD progression and offering a potential biomarker signature (<italic>miR</italic>-582-3p high/<italic>PTPRCAP</italic> low). Whether this axis can be therapeutically harnessed remains an open question for extensive future investigation.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<title>Conclusion</title>
<p>Our findings establish a novel regulatory axis in lung adenocarcinoma (LUAD) pathogenesis, in which <italic>miR</italic>-582-3p directly targets <italic>PTPRCAP</italic> and represses its expression. This <italic>miR</italic>-582-3p/<italic>PTPRCAP</italic> interaction promotes malignant phenotypes in LUAD cells&#x2014;including proliferation, migration, and invasion&#x2014;through activation of the Wnt/&#x3b2;-catenin signaling pathway. These results reveal a previously undescribed mechanism contributing to LUAD progression and suggest that both <italic>miR</italic>-582-3p and <italic>PTPRCAP</italic> may represent potential biomarkers for this malignancy.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Affiliated Hospital Medical Ethics Committee of Chengde Medical University. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>YY: Conceptualization, Formal analysis, Methodology, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. SZ: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XH: Writing &#x2013; review &amp; editing. PG: Supervision, Writing &#x2013; review &amp; editing. BZ: Supervision, Writing &#x2013; review &amp; editing. ZL: Conceptualization, Funding acquisition, Resources, Supervision, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research and/or publication of this article. This study is supported by Medical Science Research Project of Hebei (NO. 20231361).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kratzer</surname> <given-names>TB</given-names>
</name>
<name>
<surname>Bandi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Freedman</surname> <given-names>ND</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Travis</surname> <given-names>WD</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Lung cancer statistics, 2023</article-title>. <source>Cancer</source>. (<year>2024</year>) <volume>130</volume>:<page-range>1330&#x2013;48</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cncr.35128</pub-id>, PMID: <pub-id pub-id-type="pmid">38279776</pub-id></citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Vaccarella</surname> <given-names>S</given-names>
</name>
<name>
<surname>Morgan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M</given-names>
</name>
<name>
<surname>Etxeberria</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chokunonga</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Global variations in lung cancer incidence by histological subtype in 2020: a population-based study</article-title>. <source>Lancet Oncol</source>. (<year>2023</year>) <volume>24</volume>:<page-range>1206&#x2013;18</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S1470-2045(23)00444-8</pub-id>, PMID: <pub-id pub-id-type="pmid">37837979</pub-id></citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>m6A methylation reader IGF2BP2 activates endothelial cells to promote angiogenesis and metastasis of lung adenocarcinoma</article-title>. <source>Mol Cancer</source>. (<year>2023</year>) <volume>22</volume>:<fpage>99</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12943-023-01791-1</pub-id>, PMID: <pub-id pub-id-type="pmid">37353784</pub-id></citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Juergens</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Finley</surname> <given-names>C</given-names>
</name>
<name>
<surname>Swaminath</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Current and future treatment options in the management of stage III NSCLC</article-title>. <source>J Thorac Oncol</source>. (<year>2023</year>) <volume>18</volume>:<page-range>1478&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtho.2023.08.011</pub-id>, PMID: <pub-id pub-id-type="pmid">37574133</pub-id></citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Easty</surname> <given-names>D</given-names>
</name>
<name>
<surname>Gallagher</surname> <given-names>W</given-names>
</name>
<name>
<surname>Bennett</surname> <given-names>DC</given-names>
</name>
</person-group>. <article-title>Protein tyrosine phosphatases, new targets for cancer therapy</article-title>. <source>Curr Cancer Drug Targets</source>. (<year>2006</year>) <volume>6</volume>:<page-range>519&#x2013;32</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2174/156800906778194603</pub-id>, PMID: <pub-id pub-id-type="pmid">17017875</pub-id></citation></ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Yeh</surname> <given-names>YM</given-names>
</name>
<name>
<surname>Hsu</surname> <given-names>HP</given-names>
</name>
<name>
<surname>Chan</surname> <given-names>RH</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>BW</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>PC</given-names>
</name>
<etal/>
</person-group>. <article-title>Comprehensively exploring the mutational landscape and patterns of genomic evolution in hypermutated cancers</article-title>. <source>Cancers (Basel)</source>. (<year>2021</year>) <volume>13</volume>:<fpage>4317</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/cancers13174317</pub-id>, PMID: <pub-id pub-id-type="pmid">34503126</pub-id></citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luo</surname> <given-names>R-Z</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>P-Q</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Z-Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J-W</given-names>
</name>
<etal/>
</person-group>. <article-title>Decreased expression of PTPN12 correlates with tumor recurrence and poor survival of patients with hepatocellular carcinoma</article-title>. <source>PloS One</source>. (<year>2014</year>) <volume>9</volume>:<elocation-id>e85592</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0085592</pub-id>, PMID: <pub-id pub-id-type="pmid">24475046</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bard-Chapeau</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>HH</given-names>
</name>
<name>
<surname>Princen</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>PTPN11/Shp2 acts as a tumor suppressor in hepatocellular carcinogenesis</article-title>. <source>Cancer Cell</source>. (<year>2011</year>) <volume>19</volume>:<page-range>629&#x2013;39</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ccr.2011.03.023</pub-id>, PMID: <pub-id pub-id-type="pmid">21575863</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Exploring the immune characteristions of CRKP pneumonia at single-cell level</article-title>. <source>Comput Biol Med</source>. (<year>2024</year>) <volume>177</volume>:<fpage>108574</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.compbiomed.2024.108574</pub-id>, PMID: <pub-id pub-id-type="pmid">38772102</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>An</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>P</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>F</given-names>
</name>
</person-group>. <article-title>Identification of potential hub genes and biological mechanism in rheumatoid arthritis and non-small cell lung cancer via integrated bioinformatics analysis</article-title>. <source>Trans Oncol</source>. (<year>2024</year>) <volume>45</volume>:<fpage>101964</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tranon.2024.101964</pub-id>, PMID: <pub-id pub-id-type="pmid">38657441</pub-id></citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kosek</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Banijamali</surname> <given-names>E</given-names>
</name>
<name>
<surname>Becker</surname> <given-names>W</given-names>
</name>
<name>
<surname>Petzold</surname> <given-names>K</given-names>
</name>
<name>
<surname>Andersson</surname> <given-names>ER</given-names>
</name>
</person-group>. <article-title>Efficient 3&#x2019;-pairing renders microRNA targeting less sensitive to mRNA seed accessibility</article-title>. <source>Nucleic Acids Res</source>. (<year>2023</year>) <volume>51</volume>:<page-range>11162&#x2013;77</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkad795</pub-id>, PMID: <pub-id pub-id-type="pmid">37819016</pub-id></citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>D</given-names>
</name>
<name>
<surname>Teng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhuang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z</given-names>
</name>
</person-group>. <article-title>circBIRC6 contributes to the development of non-small cell lung cancer via regulating microRNA-217/amyloid beta precursor protein binding protein 2 axis</article-title>. <source>Chin Med J</source>. (<year>2022</year>) <volume>135</volume>:<page-range>714&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/CM9.0000000000001940</pub-id>, PMID: <pub-id pub-id-type="pmid">35191420</pub-id></citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kundu</surname> <given-names>ST</given-names>
</name>
<name>
<surname>Rodriguez</surname> <given-names>BL</given-names>
</name>
<name>
<surname>Gibson</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Warner</surname> <given-names>AN</given-names>
</name>
<name>
<surname>Perez</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Bajaj</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>The microRNA-183/96/182 cluster inhibits lung cancer progression and metastasis by inducing an interleukin-2-mediated antitumor CD8+ cytotoxic T-cell response</article-title>. <source>Genes Dev</source>. (<year>2022</year>) <volume>36</volume>:<fpage>582</fpage>&#x2013;<lpage>600</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1101/gad.349321.121</pub-id>, PMID: <pub-id pub-id-type="pmid">35654454</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>C</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wa</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>
<italic>miR</italic>-582-3p and <italic>miR</italic>-582-5p suppress prostate cancer metastasis to bone by repressing TGF-&#x3b2; signaling</article-title>. <source>Mol Ther Nucleic Acids</source>. (<year>2019</year>) <volume>16</volume>:<fpage>91</fpage>&#x2013;<lpage>104</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.omtn.2019.01.004</pub-id>, PMID: <pub-id pub-id-type="pmid">30852380</pub-id></citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>L</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>X</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Knockdown of circ_HIPK3 inhibits tumorigenesis of hepatocellular carcinoma via the <italic>miR</italic>-582-3p/DLX2 axis</article-title>. <source>Biochem Biophys Res Commun</source>. (<year>2020</year>) <volume>533</volume>:<page-range>501&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bbrc.2020.09.050</pub-id>, PMID: <pub-id pub-id-type="pmid">32977948</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Clinical significance and biological function of PRKCQ-AS1/<italic>miR</italic>-582-3p expression in LUAD</article-title>. <source>Hereditas</source>. (<year>2025</year>) <volume>162</volume>:<fpage>116</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s41065-025-00482-9</pub-id>, PMID: <pub-id pub-id-type="pmid">40597380</pub-id></citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goyal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Murkute</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Bhowmik</surname> <given-names>S</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Mohapatra</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>Belling the &#x201c;cat&#x201d;: wnt/&#x3b2;-catenin signaling and its significance in future cancer therapies</article-title>. <source>Biochim Et Biophys Acta Rev Cancer</source>. (<year>2024</year>) <volume>1879</volume>:<fpage>189195</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bbcan.2024.189195</pub-id>, PMID: <pub-id pub-id-type="pmid">39413855</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Wan</surname> <given-names>N-B</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>H-W</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>L-L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>He</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>SEC14L3 plays a tumor-suppressive role in breast cancer through a wnt/&#x3b2;-catenin-related way</article-title>. <source>Exp Cell Res</source>. (<year>2022</year>) <volume>417</volume>:<fpage>113161</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.yexcr.2022.113161</pub-id>, PMID: <pub-id pub-id-type="pmid">35447102</pub-id></citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Long</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>ZIC2 accelerates growth and stemness in gastric cancer through the wnt/&#x3b2;-catenin pathway</article-title>. <source>Tissue Cell Tissue Cell</source>. (<year>2023</year>) <volume>85</volume>:<fpage>102222</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tice.2023.102222</pub-id>, PMID: <pub-id pub-id-type="pmid">37774522</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ke</surname> <given-names>L</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<name>
<surname>He</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>
<italic>miR</italic>-142-5p promotes cervical cancer progression by targeting LMX1A through wnt/&#x3b2;-catenin pathway</article-title>. <source>Open Med (warsaw Poland) Open Med (Wars)</source>. (<year>2021</year>) <volume>16</volume>:<page-range>224&#x2013;36</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1515/med-2021-0218</pub-id>, PMID: <pub-id pub-id-type="pmid">33585699</pub-id></citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>F</given-names>
</name>
<name>
<surname>Xiong</surname> <given-names>H</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>L</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>
<italic>miR</italic>-1246 promotes metastasis and invasion of A549 cells by targeting GSK-3&#x3b2;&#x2013;mediated wnt/&#x3b2;-catenin pathway</article-title>. <source>Cancer Res Treat</source>. (<year>2019</year>) <volume>51</volume>:<page-range>1420&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4143/crt.2018.638</pub-id>, PMID: <pub-id pub-id-type="pmid">30913872</pub-id></citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Cai</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Li</surname> <given-names>R</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Aberrantly expressed <italic>miR</italic>-582-3p maintains lung cancer stem cell-like traits by activating wnt/&#x3b2;-catenin signalling</article-title>. <source>Nat Commun</source>. (<year>2015</year>) <volume>6</volume>:<fpage>8640</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms9640</pub-id>, PMID: <pub-id pub-id-type="pmid">26468775</pub-id></citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>KD</given-names>
</name>
<name>
<surname>Wagle</surname> <given-names>NS</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Cancer statistics, 2023</article-title>. <source>CA Cancer J Clin</source>. (<year>2023</year>) <volume>73</volume>:<fpage>17</fpage>&#x2013;<lpage>48</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3322/caac.21763</pub-id>, PMID: <pub-id pub-id-type="pmid">36633525</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carr</surname> <given-names>SR</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Hudlikar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Hoang</surname> <given-names>CD</given-names>
</name>
<etal/>
</person-group>. <article-title>A unique gene signature predicting recurrence free survival in stage IA lung adenocarcinoma</article-title>. <source>J Thorac Cardiovasc Surg</source>. (<year>2023</year>) <volume>165</volume>:<page-range>1554&#x2013;64</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jtcvs.2022.09.028</pub-id>, PMID: <pub-id pub-id-type="pmid">37608989</pub-id></citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Emamiamin</surname> <given-names>A</given-names>
</name>
<name>
<surname>Shariati</surname> <given-names>Pour</given-names>
</name>
<name>
<surname>Serra</surname> <given-names>T</given-names>
</name>
<name>
<surname>Calabria</surname> <given-names>D</given-names>
</name>
<name>
<surname>Varone</surname> <given-names>M</given-names>
</name>
<name>
<surname>Di Nardo</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>New frontiers for the early diagnosis of cancer: screening <italic>miR</italic>NAs through the lateral flow assay method</article-title>. <source>Biosensors</source>. (<year>2025</year>) <volume>15</volume>:<fpage>238</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/bios15040238</pub-id>, PMID: <pub-id pub-id-type="pmid">40277551</pub-id></citation></ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smolarz</surname> <given-names>B</given-names>
</name>
<name>
<surname>Durczy&#x144;ski</surname> <given-names>A</given-names>
</name>
<name>
<surname>Romanowicz</surname> <given-names>H</given-names>
</name>
<name>
<surname>Szy&#x142;&#x142;o</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hogendorf</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>
<italic>miR</italic>NAs in cancer (Review of literature)</article-title>. <source>Int J Mol Sci</source>. (<year>2022</year>) <volume>23</volume>:<fpage>2805</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23052805</pub-id>, PMID: <pub-id pub-id-type="pmid">35269947</pub-id></citation></ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>P</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>LncRNA HOXA10-AS activated by E2F1 facilitates proliferation and migration of nasopharyngeal carcinoma cells through sponging <italic>miR</italic>-582-3p to upregulate RAB31</article-title>. <source>Am J Rhinology Allergy</source>. (<year>2022</year>) <volume>36</volume>:<page-range>348&#x2013;59</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/19458924211064400</pub-id>, PMID: <pub-id pub-id-type="pmid">35072529</pub-id></citation></ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>CircRAPGEF5 sponges <italic>miR</italic>-582-3p and targets KIF3A to regulate bladder cancer cell proliferation, migration, and invasion</article-title>. <source>Int Immunopharmacol</source>. (<year>2024</year>) <volume>131</volume>:<fpage>111613</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.intimp.2024.111613</pub-id>, PMID: <pub-id pub-id-type="pmid">38489970</pub-id></citation></ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>H</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>T</given-names>
</name>
</person-group>. <article-title>Astragalus mongholicus and hedyotis diffusa will inhibit cell proliferation by attenuating the <italic>miR</italic>-582-3p-p27 signaling pathway in LUAD</article-title>. <source>Sci Rep</source>. (<year>2025</year>) <volume>15</volume>:<fpage>13411</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-025-97996-z</pub-id>, PMID: <pub-id pub-id-type="pmid">40251292</pub-id></citation></ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Siriwardhana</surname> <given-names>C</given-names>
</name>
<name>
<surname>Khadka</surname> <given-names>VS</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>Development of a <italic>miR</italic>NA-seq based prognostic signature in lung adenocarcinoma</article-title>. <source>BMC Cancer</source>. (<year>2019</year>) <volume>19</volume>:<fpage>34</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12885-018-5206-8</pub-id>, PMID: <pub-id pub-id-type="pmid">30621620</pub-id></citation></ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Labb&#xe9;</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Hardy</surname> <given-names>S</given-names>
</name>
<name>
<surname>Tremblay</surname> <given-names>ML</given-names>
</name>
</person-group>. <article-title>Protein tyrosine phosphatases in cancer: friends and foes</article-title>! <source>Prog Mol Biol Trans Sci</source>. (<year>2012</year>) <volume>106</volume>:<fpage>253</fpage>&#x2013;<lpage>306</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/B978-0-12-396456-4.00009-2</pub-id>, PMID: <pub-id pub-id-type="pmid">22340721</pub-id></citation></ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ju</surname> <given-names>H</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>YS</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>WH</given-names>
</name>
<name>
<surname>Ihm</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>A regulatory polymorphism at position -309 in PTPRCAP is associated with susceptibility to diffuse-type gastric cancer and gene expression</article-title>. <source>Neoplasia (New York N.Y.) Neoplasia</source>. (<year>2009</year>) <volume>11</volume>:<page-range>1340&#x2013;47</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1593/neo.91132</pub-id>, PMID: <pub-id pub-id-type="pmid">20019842</pub-id></citation></ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tian</surname> <given-names>W</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Association between DNA damage repair gene somatic mutations and immune-related gene expression in ovarian cancer</article-title>. <source>Cancer Med</source>. (<year>2020</year>) <volume>9</volume>:<page-range>2190&#x2013;200</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.2849</pub-id>, PMID: <pub-id pub-id-type="pmid">31991061</pub-id></citation></ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marchetti</surname> <given-names>P</given-names>
</name>
<name>
<surname>Antonov</surname> <given-names>A</given-names>
</name>
<name>
<surname>Anemona</surname> <given-names>L</given-names>
</name>
<name>
<surname>Vangapandou</surname> <given-names>C</given-names>
</name>
<name>
<surname>Montanaro</surname> <given-names>M</given-names>
</name>
<name>
<surname>Botticelli</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>New immunological potential markers for triple negative breast cancer: IL18R1, CD53, TRIM, Jaw1, LTB, <italic>PTPRCAP</italic>
</article-title>. <source>Discover Oncol</source>. (<year>2021</year>) <volume>12</volume>:<fpage>6</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12672-021-00401-0</pub-id>, PMID: <pub-id pub-id-type="pmid">35201443</pub-id></citation></ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gillette</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Satpathy</surname> <given-names>S</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>S</given-names>
</name>
<name>
<surname>Dhanasekaran</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Vasaikar</surname> <given-names>SV</given-names>
</name>
<name>
<surname>Krug</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Proteogenomic characterization reveals therapeutic vulnerabilities in lung adenocarcinoma</article-title>. <source>Cell</source>. (<year>2020</year>) <volume>182</volume>:<fpage>200</fpage>&#x2013;<lpage>225.e35</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cell.2020.06.013</pub-id>, PMID: <pub-id pub-id-type="pmid">32649874</pub-id></citation></ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname> <given-names>B</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Analysis and identification of mRNAsi&#x2212;related expression signatures via RNA sequencing in lung cancer</article-title>. <source>Oncol Lett</source>. (<year>2024</year>) <volume>28</volume>:<fpage>549</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/ol.2024.14682</pub-id>, PMID: <pub-id pub-id-type="pmid">39319211</pub-id></citation></ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>F</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Li</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zuo</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Wnt/&#x3b2;-catenin signaling in cancers and targeted therapies</article-title>. <source>Signal Transduction Targeted Ther</source>. (<year>2021</year>) <volume>6</volume>:<fpage>307</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41392-021-00701-5</pub-id>, PMID: <pub-id pub-id-type="pmid">34456337</pub-id></citation></ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le</surname> <given-names>PN</given-names>
</name>
<name>
<surname>Keysar</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>B</given-names>
</name>
<name>
<surname>Eagles</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Chimed</surname> <given-names>T-S</given-names>
</name>
<name>
<surname>Reisinger</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Wnt signaling dynamics in head and neck squamous cell cancer tumor-stroma interactions</article-title>. <source>Mol Carcinogenesis</source>. (<year>2019</year>) <volume>58</volume>:<fpage>398</fpage>&#x2013;<lpage>410</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/mc.22937</pub-id>, PMID: <pub-id pub-id-type="pmid">30378175</pub-id></citation></ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Tian</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Ge</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>PROX1 promotes breast cancer invasion and metastasis through WNT/&#x3b2;-catenin pathway via interacting with hnRNPK</article-title>. <source>Int J Biol Sci</source>. (<year>2022</year>) <volume>18</volume>:<page-range>2032&#x2013;46</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7150/ijbs.68960</pub-id>, PMID: <pub-id pub-id-type="pmid">35342346</pub-id></citation></ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>CCT5 induces epithelial-mesenchymal transition to promote gastric cancer lymph node metastasis by activating the wnt/&#x3b2;-catenin signalling pathway</article-title>. <source>Br J Cancer</source>. (<year>2022</year>) <volume>126</volume>:<page-range>1684&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41416-022-01747-0</pub-id>, PMID: <pub-id pub-id-type="pmid">35194191</pub-id></citation></ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>F</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>MISP-mediated enhancement of pancreatic cancer growth through the wnt/&#x3b2;-catenin signaling pathway is suppressed by fisetin</article-title>. <source>Biochim Et Biophys Acta Mol Basis Dis</source>. (<year>2025</year>) <volume>1871</volume>:<fpage>167515</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.bbadis.2024.167515</pub-id>, PMID: <pub-id pub-id-type="pmid">39278512</pub-id></citation></ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname> <given-names>T</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhuo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Qu</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>LINC00665 activates wnt/&#x3b2;-catenin signaling pathway to facilitate tumor progression of colorectal cancer via upregulating CTNNB1</article-title>. <source>Exp Mol Pathol</source>. (<year>2021</year>) <volume>120</volume>:<fpage>104639</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.yexmp.2021.104639</pub-id>, PMID: <pub-id pub-id-type="pmid">33865827</pub-id></citation></ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhuo</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>X</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>M</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>hsa_circ_0000285 sponging <italic>miR</italic>-582-3p promotes neuroblastoma progression by regulating the wnt/&#x3b2;-catenin signaling pathway</article-title>. <source>Open Med</source>. (<year>2023</year>) <volume>18</volume>:<fpage>20230726</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1515/med-2023-0726</pub-id>, PMID: <pub-id pub-id-type="pmid">37465351</pub-id></citation></ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Li</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>MicroRNA-582-3p targeting ribonucleotide reductase regulatory subunit M2 inhibits the tumorigenesis of hepatocellular carcinoma by regulating the wnt/&#x3b2;-catenin signaling pathway</article-title>. <source>Bioengineered</source>. (<year>2022</year>) <volume>13</volume>:<page-range>12876&#x2013;87</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/21655979.2022.2078026</pub-id>, PMID: <pub-id pub-id-type="pmid">35609318</pub-id></citation></ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M-Y</given-names>
</name>
<name>
<surname>Ng</surname> <given-names>CSH</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>S-L</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>FOXP3 promotes tumor growth and metastasis by activating wnt/&#x3b2;-catenin signaling pathway and EMT in non-small cell lung cancer</article-title>. <source>Mol Cancer</source>. (<year>2017</year>) <volume>16</volume>:<fpage>124</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12943-017-0700-1</pub-id>, PMID: <pub-id pub-id-type="pmid">28716029</pub-id></citation></ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>HJ</given-names>
</name>
<name>
<surname>Ke</surname> <given-names>FY</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>CC</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>MY</given-names>
</name>
<name>
<surname>Kuo</surname> <given-names>YH</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>YP</given-names>
</name>
<etal/>
</person-group>. <article-title>ENO1 promotes lung cancer metastasis via HGFR and WNT signaling-driven epithelial-to-mesenchymal transition</article-title>. <source>Cancer Res</source>. (<year>2021</year>) <volume>81</volume>:<page-range>4094&#x2013;109</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/0008-5472.CAN-20-3543</pub-id>, PMID: <pub-id pub-id-type="pmid">34145039</pub-id></citation></ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gao</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Identification of potential target genes of non-small cell lung cancer in response to resveratrol treatment by bioinformatics analysis</article-title>. <source>Aging</source>. (<year>2021</year>) <volume>13</volume>:<page-range>23245&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18632/aging.203616</pub-id>, PMID: <pub-id pub-id-type="pmid">34633989</pub-id></citation></ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lingamgunta</surname> <given-names>LK</given-names>
</name>
<name>
<surname>Aloor</surname> <given-names>BP</given-names>
</name>
<name>
<surname>Dasari</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ramakrishnan</surname> <given-names>R</given-names>
</name>
<name>
<surname>Botlagunta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Madikonda</surname> <given-names>AK</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of prognostic hub genes and therapeutic targets for selenium deficiency in chicks model through transcriptome profiling</article-title>. <source>Sci Rep</source>. (<year>2023</year>) <volume>13</volume>:<fpage>8695</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-023-34955-6</pub-id>, PMID: <pub-id pub-id-type="pmid">37248251</pub-id></citation></ref>
</ref-list>
</back>
</article>